Split (3)

train · 58.8k rows

Subsets and Splits

Stratified Sample of 3500

Provides a stratified random sample of approximately 3500 rows, ensuring representation from all dxcode classes, which is useful for balanced data analysis and model training.

Random Validation & Test Samples

Randomly selects 750 samples from both validation and test datasets, labeling them accordingly, which provides basic data exploration but limited analytical value.

Random Sampled Dataset Split

Randomly selects a subset of records from train, validation, and test datasets, which provides basic sampling but limited analytical value.

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
AICD placement	Z95.810	Presence of automatic (implantable) cardiac defibrillator	Presence of automatic (implantable) cardiac defibrillator
AIDP	E66.3	Overweight	Overweight
AIN and recovering kidney	K62.82	Dysplasia of anus	Dysplasia of anus
ain in the left shoulder	K62.82	Dysplasia of anus	Dysplasia of anus
AKI Likely chronic kidney disease	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - associated with sepsis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - continue dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
AKI - creatinine improved, stable	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - likely due to ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI - tolerating dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
aki creat is falling	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI is from urinary retention	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI is hemodynamic in relation to cardiac	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI likely from ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
aki likley due to hypoperfusion induce ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI needing dialysis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI needing renal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI peri-op period knee	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI requiring HD	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
aki severe	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI w/ ATN	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI with leukocytosis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, comes to ED for severe	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, diabetes	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, uncontrolled hypertension.	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI: needing dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
AKI: small improvement in renal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI:hd	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Alcohol Intoxication	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
ALCOHOL ABUSE WITH INTOXICATION	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
alcohol abuse, Diagnosis 2: hypokalemia	F10.10	Alcohol abuse, uncomplicated	Alcohol abuse, uncomplicated
alcohol abuse, psychosis comes	F10.10	Alcohol abuse, uncomplicated	Alcohol abuse, uncomplicated
alcohol as she already has alcoholic cirrhosis	K70.30	Alcoholic cirrhosis of liver without ascites	Alcoholic cirrhosis of liver without ascites
alcohol as well as dehydration	E86.0	Dehydration	Dehydration
Alcohol dependence with intoxication	F10.220	Alcohol dependence with intoxication, uncomplicated	Alcohol dependence with intoxication, uncomplicated
alcohol induced coagulopathy	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
alcohol induced gastroenteritis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
alcohol induced liver cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Alcohol intoxication with alcoholism	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
Alcohol intoxication with delirium tremens	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
alcohol intoxication, electrolyte imbalance	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
alcohol intoxication, pancreatitis.	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
Alcohol KetoAcidosis	E87.2	Acidosis	Acidosis
alcohol pancreatitis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
alcohol related pancreatitis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
alcohol starvation	T73.0XXA	Starvation, initial encounter	Starvation, initial encounter
alcohol withdrawal symptoms are controlled	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol withdrawal symptoms noted, with anxiety	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Alcohol withdrawal with anxiety	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Alcohol withdrawal, seizure	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol withdrawal, seizures at this point.	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Alcoholic hepatitis with gastritis	K70.10	Alcoholic hepatitis without ascites	Alcoholic hepatitis without ascites
alcoholic hepatitis, alcoholic cirrhosis.	K70.10	Alcoholic hepatitis without ascites	Alcoholic hepatitis without ascites
alcoholic liver	F10.20	Alcohol dependence, uncomplicated	Alcohol dependence, uncomplicated
Alcoholic liver disease secondary to the heavy alcohol use, elevated bilirubin	F10.20	Alcohol dependence, uncomplicated	Alcohol dependence, uncomplicated
Allergic asthma	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Allergic contact dermatitis due to dyes	L23.4	Allergic contact dermatitis due to dyes	Allergic contact dermatitis due to dyes
Allergic Reaction in Vagina	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
allergic reaction rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Allergic REACTION TO PENICILLIN	Z88.0	Allergy status to penicillin	Allergy status to penicillin
allergic to tetanus	Z88.8	Allergy status to other drugs, medicaments and biological substances	Allergy status to other drugs, medicaments and biological substances
allergy test	Z01.82	Encounter for allergy testing	Encounter for allergy testing
altered mental state, hyponatremia]	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status bradycardia	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status fever	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status related to stroke	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status, headache	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Altered mentation, likely from the pneumonia	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Alzheimer	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
Alzheimer's dementia, very advanced	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
Alzheimer's type	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
Alzheimer's, left hip	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
amoxicillin	Z88.1	Allergy status to other antibiotic agents	Allergy status to other antibiotic agents
amphetamine	T43.625A	Adverse effect of amphetamines, initial encounter	Adverse effect of amphetamines, initial encounter
amphetamine drug abuse	F19.10	Other psychoactive substance abuse, uncomplicated	Other psychoactive substance abuse, uncomplicated
amputation	S38.221A	Complete traumatic amputation of penis, initial encounter	Complete traumatic amputation of penis, initial encounter
amputation	S58.019A	Complete traumatic amputation at elbow level, unsp arm, init	Complete traumatic amputation at elbow level, unspecified arm, initial encounter
AMS - ct head	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
ams fever	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS likely from drug intoxication	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS observed, UA abnormal.	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS, DRUG OVERDOSE	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS, Fever.	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
anal fissure issues think there is any evidence of acute	K60.2	Anal fissure, unspecified	Anal fissure, unspecified
anal melanoma	C43.9	Malignant melanoma of skin, unspecified	Malignant melanoma of skin, unspecified
anal stricture	K62.4	Stenosis of anus and rectum	Stenosis of anus and rectum
anaplastic large cell non-Hodgkin's lymphoma	Z85.72	Personal history of non-Hodgkin lymphomas	Personal history of non-Hodgkin lymphomas
anastomosis	Z98.0	Intestinal bypass and anastomosis status	Intestinal bypass and anastomosis status
Anemia -Due to chronic disease	D63.8	Anemia in other chronic diseases classified elsewhere	Anemia in other chronic diseases classified elsewhere
anemia -likley 2/2 chemo	T45.1X5A	Adverse effect of antineoplastic and immunosup drugs, init	Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter
Anemia here with gib	D50.0	Iron deficiency anemia secondary to blood loss (chronic)	Iron deficiency anemia secondary to blood loss (chronic)
anemia of chemo	D64.9	Anemia, unspecified	Anemia, unspecified
Anemia of chronic kidney disease	D63.1	Anemia in chronic kidney disease	Anemia in chronic kidney disease
anemia (iron def	Z86.2	Prsnl history of dis of the bld/bld-form org/immun mechnsm	Personal history of diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism
Anemia - labs indicating iron deficiency	D50.9	Iron deficiency anemia, unspecified	Iron deficiency anemia, unspecified
Anemia - acute on chronic	D64.9	Anemia, unspecified	Anemia, unspecified
anemia - appears stable	D64.9	Anemia, unspecified	Anemia, unspecified
anemia - GI bleed	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
Anemia - had iron deficiency	D50.9	Iron deficiency anemia, unspecified	Iron deficiency anemia, unspecified
anemia - Hb dropped today, getting prbc transfusion.	D64.9	Anemia, unspecified	Anemia, unspecified